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[AIRFLOW-6674] Move example_dags in accordance with AIP-21 (#7287)
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# -*- coding: utf-8 -*- | ||
# | ||
# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. |
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# -*- coding: utf-8 -*- | ||
# | ||
# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. |
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# -*- coding: utf-8 -*- | ||
# | ||
# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. |
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airflow/providers/docker/example_dags/example_docker_copy_data.py
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# -*- coding: utf-8 -*- | ||
# | ||
# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
# pylint: disable=missing-function-docstring | ||
""" | ||
This sample "listen to directory". move the new file and print it, | ||
using docker-containers. | ||
The following operators are being used: DockerOperator, | ||
BashOperator & ShortCircuitOperator. | ||
TODO: Review the workflow, change it accordingly to | ||
your environment & enable the code. | ||
""" | ||
|
||
from datetime import timedelta | ||
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from airflow import DAG | ||
from airflow.operators.bash import BashOperator | ||
from airflow.operators.python import ShortCircuitOperator | ||
from airflow.providers.docker.operators.docker import DockerOperator | ||
from airflow.utils.dates import days_ago | ||
|
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default_args = { | ||
"owner": "airflow", | ||
"depends_on_past": False, | ||
"start_date": days_ago(2), | ||
"email": ["airflow@example.com"], | ||
"email_on_failure": False, | ||
"email_on_retry": False, | ||
"retries": 1, | ||
"retry_delay": timedelta(minutes=5), | ||
} | ||
|
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dag = DAG("docker_sample_copy_data", default_args=default_args, schedule_interval=timedelta(minutes=10)) | ||
|
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locate_file_cmd = """ | ||
sleep 10 | ||
find {{params.source_location}} -type f -printf "%f\n" | head -1 | ||
""" | ||
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t_view = BashOperator( | ||
task_id="view_file", | ||
bash_command=locate_file_cmd, | ||
do_xcom_push=True, | ||
params={"source_location": "/your/input_dir/path"}, | ||
dag=dag, | ||
) | ||
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def is_data_available(*args, **kwargs): | ||
ti = kwargs["ti"] | ||
data = ti.xcom_pull(key=None, task_ids="view_file") | ||
return not data == "" | ||
|
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|
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t_is_data_available = ShortCircuitOperator( | ||
task_id="check_if_data_available", python_callable=is_data_available, dag=dag | ||
) | ||
|
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t_move = DockerOperator( | ||
api_version="1.19", | ||
docker_url="tcp://localhost:2375", # replace it with swarm/docker endpoint | ||
image="centos:latest", | ||
network_mode="bridge", | ||
volumes=[ | ||
"/your/host/input_dir/path:/your/input_dir/path", | ||
"/your/host/output_dir/path:/your/output_dir/path", | ||
], | ||
command=[ | ||
"/bin/bash", | ||
"-c", | ||
"/bin/sleep 30; " | ||
"/bin/mv {{params.source_location}}/{{ ti.xcom_pull('view_file') }} {{params.target_location}};" | ||
"/bin/echo '{{params.target_location}}/{{ ti.xcom_pull('view_file') }}';", | ||
], | ||
task_id="move_data", | ||
do_xcom_push=True, | ||
params={"source_location": "/your/input_dir/path", "target_location": "/your/output_dir/path"}, | ||
dag=dag, | ||
) | ||
|
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print_templated_cmd = """ | ||
cat {{ ti.xcom_pull('move_data') }} | ||
""" | ||
|
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t_print = DockerOperator( | ||
api_version="1.19", | ||
docker_url="tcp://localhost:2375", | ||
image="centos:latest", | ||
volumes=["/your/host/output_dir/path:/your/output_dir/path"], | ||
command=print_templated_cmd, | ||
task_id="print", | ||
dag=dag, | ||
) | ||
|
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t_view.set_downstream(t_is_data_available) | ||
t_is_data_available.set_downstream(t_move) | ||
t_move.set_downstream(t_print) |
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